esci
Estimation Statistics with Confidence Intervals

Package index
Search the esci package
Vignettes
Functions
324
Source code
109
Man pages
109
Home
/
CRAN
/
esci
/
tests/testthat/_snaps/estimate_meta_mdiff_two.md

tests/testthat/_snaps/estimate_meta_mdiff_two.md
In esci: Estimation Statistics with Confidence Intervals

Compare meta_mdiff_two to ESCI_Original_two_groups

Code
  estimate
Output
  Analysis of raw data:

  -- es_meta --
                                       effect_label effect_size         LL
  x.flip Brain Photo Rating - No Brain Photo Rating  0.09431632 0.01498243
                UL         SE  k diamond_ratio diamond_ratio_LL diamond_ratio_UL
  x.flip 0.1736502 0.04047722 10      1.397517                1          2.66465
               I2 I2_LL    I2_UL       PI_LL     PI_UL         p     width
  x.flip 34.93494     0 82.43217 -0.06646225 0.2550949 0.0198004 0.1586678
         FE_effect_size RE_effect_size FE_CI_width RE_CI_width
  x.flip     0.06845248     0.09431632   0.1135355   0.1586678

  -- es_heterogeneity --
                                       effect_label moderator_variable_name
  1      Brain Photo Rating - No Brain Photo Rating            My moderator
  H^2    Brain Photo Rating - No Brain Photo Rating            My moderator
  I^2(%) Brain Photo Rating - No Brain Photo Rating            My moderator
  tau    Brain Photo Rating - No Brain Photo Rating            My moderator
  tau^2  Brain Photo Rating - No Brain Photo Rating            My moderator
         moderator_level       measure     estimate LL         UL
  1              Overall Diamond Ratio  1.397516897  1  2.6646505
  H^2            Overall           H^2  1.536923194  1  5.6922238
  I^2(%)         Overall        I^2(%) 34.934939901  0 82.4321736
  tau            Overall           tau  0.071349448  0  0.2109230
  tau^2          Overall         tau^2  0.005090744  0  0.0444885
  [1] "As of version 1.0.2 esci has implemented an improved method for calculating the CI for the diamond ratio; these will no longer match those presented in the 2nd edition of <i>Introduction to the New Statistics</i>."


  Note: LL and UL are lower and upper boundaries of confidence intervals with 95% expected coverage.

Code
  estimate_fe
Output
  Analysis of raw data:

  -- es_meta --
                                  effect_label effect_size         LL        UL
  1 Brain Photo Rating - No Brain Photo Rating  0.06845248 0.01168473 0.1252202
            SE  k diamond_ratio diamond_ratio_LL diamond_ratio_UL I2 I2_LL I2_UL
  1 0.02896367 10      1.397517                1          2.66465 NA    NA    NA
    PI_LL PI_UL          p     width FE_effect_size RE_effect_size FE_CI_width
  1    NA    NA 0.01810854 0.1135355     0.06845248     0.09431632   0.1135355
    RE_CI_width
  1   0.1586678

  -- es_heterogeneity --
                                  effect_label moderator_variable_name
  1 Brain Photo Rating - No Brain Photo Rating            My moderator
    moderator_level       measure estimate LL      UL
  1         Overall Diamond Ratio 1.397517  1 2.66465
  [1] "As of version 1.0.2 esci has implemented an improved method for calculating the CI for the diamond ratio; these will no longer match those presented in the 2nd edition of <i>Introduction to the New Statistics</i>."


  Note: LL and UL are lower and upper boundaries of confidence intervals with 95% expected coverage.

Code
  estimate_mod
Output
  Analysis of raw data:

  -- es_meta --
                                       effect_label moderator_variable_name
  x.flip Brain Photo Rating - No Brain Photo Rating                     mod
  1      Brain Photo Rating - No Brain Photo Rating                     mod
  2      Brain Photo Rating - No Brain Photo Rating                     mod
         moderator_variable_level effect_size          LL        UL         SE  k
  x.flip                  Overall  0.09431632  0.01498243 0.1736502 0.04047722 10
  1                      Critique  0.21663310  0.08825315 0.3450130 0.06550118  4
  2                        Simple  0.03243698 -0.03085464 0.0957286 0.03229224  6
         diamond_ratio diamond_ratio_LL diamond_ratio_UL       I2 I2_LL    I2_UL
  x.flip      1.397517                1         2.664650 34.93494     0 82.43217
  1           1.000000                1         3.079149  0.00000     0 88.41460
  2           1.000000                1         3.729327 14.90783     0 90.89257
               PI_LL     PI_UL            p     width FE_effect_size
  x.flip -0.06646225 0.2550949 0.0198003989 0.1586678     0.06845248
  1       0.08825315 0.3450130 0.0009419452 0.2567599     0.21663310
  2      -0.03085464 0.0957286 0.3151461867 0.1466803     0.03243698
         RE_effect_size FE_CI_width RE_CI_width
  x.flip     0.09431632   0.1135355   0.1586678
  1          0.21663310   0.2567599   0.2567599
  2          0.03243698   0.1265832   0.1265832

  -- es_heterogeneity --
                                        effect_label moderator_variable_name
  1       Brain Photo Rating - No Brain Photo Rating                     mod
  11      Brain Photo Rating - No Brain Photo Rating                     mod
  12      Brain Photo Rating - No Brain Photo Rating                     mod
  H^2     Brain Photo Rating - No Brain Photo Rating                     mod
  H^21    Brain Photo Rating - No Brain Photo Rating                     mod
  H^22    Brain Photo Rating - No Brain Photo Rating                     mod
  I^2(%)  Brain Photo Rating - No Brain Photo Rating                     mod
  I^2(%)1 Brain Photo Rating - No Brain Photo Rating                     mod
  I^2(%)2 Brain Photo Rating - No Brain Photo Rating                     mod
  tau     Brain Photo Rating - No Brain Photo Rating                     mod
  tau1    Brain Photo Rating - No Brain Photo Rating                     mod
  tau2    Brain Photo Rating - No Brain Photo Rating                     mod
  tau^2   Brain Photo Rating - No Brain Photo Rating                     mod
  tau^21  Brain Photo Rating - No Brain Photo Rating                     mod
  tau^22  Brain Photo Rating - No Brain Photo Rating                     mod
          moderator_level       measure     estimate LL          UL
  1               Overall Diamond Ratio  1.397516897  1  2.66465049
  11             Critique Diamond Ratio  1.000000000  1  3.07914898
  12               Simple Diamond Ratio  1.000000000  1  3.72932744
  H^2             Overall           H^2  1.536923194  1  5.69222383
  H^21           Critique           H^2  1.000000000  1  8.63155437
  H^22             Simple           H^2  1.175196315  1 10.98004513
  I^2(%)          Overall        I^2(%) 34.934939901  0 82.43217360
  I^2(%)1        Critique        I^2(%)  0.000000000  0 88.41460116
  I^2(%)2          Simple        I^2(%) 14.907833952  0 90.89256931
  tau             Overall           tau  0.071349448  0  0.21092298
  tau1           Critique           tau  0.000000000  0  0.37763163
  tau2             Simple           tau  0.036030451  0  0.27194023
  tau^2           Overall         tau^2  0.005090744  0  0.04448850
  tau^21         Critique         tau^2  0.000000000  0  0.14260565
  tau^22           Simple         tau^2  0.001298193  0  0.07395149
  [1] "As of version 1.0.2 esci has implemented an improved method for calculating the CI for the diamond ratio; these will no longer match those presented in the 2nd edition of <i>Introduction to the New Statistics</i>."

  -- es_meta_difference --
                   type                               effect_label
  Comparison Comparison Brain Photo Rating - No Brain Photo Rating
  Reference   Reference Brain Photo Rating - No Brain Photo Rating
  Difference Difference Brain Photo Rating - No Brain Photo Rating
             moderator_variable_name   moderator_level effect_size          LL
  Comparison                     mod          Critique  0.21663310  0.08825315
  Reference                      mod            Simple  0.03243698 -0.03085464
  Difference                     mod Critique ‒ Simple  0.18419611  0.04106247
                    UL         SE            p
  Comparison 0.3450130 0.06550118 0.0009419452
  Reference  0.0957286 0.03229224 0.3151461867
  Difference 0.3273298 0.07302871 0.0116609301


  Note: LL and UL are lower and upper boundaries of confidence intervals with 95% expected coverage.

Code
  estimate_mod_fe
Output
  Analysis of raw data:

  -- es_meta --
                                  effect_label moderator_variable_name
  1 Brain Photo Rating - No Brain Photo Rating                     mod
  2 Brain Photo Rating - No Brain Photo Rating                     mod
  3 Brain Photo Rating - No Brain Photo Rating                     mod
    moderator_variable_level effect_size          LL        UL         SE  k
  1                  Overall  0.06845248  0.01168473 0.1252202 0.02896367 10
  2                 Critique  0.21663310  0.08825315 0.3450130 0.06550118  4
  3                   Simple  0.03243698 -0.03085464 0.0957286 0.03229224  6
    diamond_ratio diamond_ratio_LL diamond_ratio_UL I2 I2_LL I2_UL PI_LL PI_UL
  1      1.397517                1         2.664650 NA    NA    NA    NA    NA
  2      1.000000                1         3.079149 NA    NA    NA    NA    NA
  3      1.000000                1         3.729327 NA    NA    NA    NA    NA
               p     width FE_effect_size RE_effect_size FE_CI_width RE_CI_width
  1 0.0181085442 0.1135355     0.06845248     0.09431632   0.1135355   0.1586678
  2 0.0009419452 0.2567599     0.21663310     0.21663310   0.2567599   0.2567599
  3 0.3151461867 0.1265832     0.03243698     0.03243698   0.1265832   0.1265832

  -- es_heterogeneity --
                                   effect_label moderator_variable_name
  1  Brain Photo Rating - No Brain Photo Rating                     mod
  11 Brain Photo Rating - No Brain Photo Rating                     mod
  12 Brain Photo Rating - No Brain Photo Rating                     mod
     moderator_level       measure estimate LL       UL
  1          Overall Diamond Ratio 1.397517  1 2.664650
  11        Critique Diamond Ratio 1.000000  1 3.079149
  12          Simple Diamond Ratio 1.000000  1 3.729327
  [1] "As of version 1.0.2 esci has implemented an improved method for calculating the CI for the diamond ratio; these will no longer match those presented in the 2nd edition of <i>Introduction to the New Statistics</i>."

  -- es_meta_difference --
                   type                               effect_label
  Comparison Comparison Brain Photo Rating - No Brain Photo Rating
  Reference   Reference Brain Photo Rating - No Brain Photo Rating
  Difference Difference Brain Photo Rating - No Brain Photo Rating
             moderator_variable_name   moderator_level effect_size          LL
  Comparison                     mod          Critique  0.21663310  0.08825315
  Reference                      mod            Simple  0.03243698 -0.03085464
  Difference                     mod Critique ‒ Simple  0.18419611  0.04106247
                    UL         SE            p
  Comparison 0.3450130 0.06550118 0.0009419452
  Reference  0.0957286 0.03229224 0.3151461867
  Difference 0.3273298 0.07302871 0.0116609301


  Note: LL and UL are lower and upper boundaries of confidence intervals with 95% expected coverage.


Try the esci package in your browser

Any scripts or data that you put into this service are public.

esci documentation built on April 3, 2025, 5:52 p.m.

R Package Documentation

rdrr.io home R language documentation Run R code online

Browse R Packages

CRAN packages Bioconductor packages R-Forge packages GitHub packages

We want your feedback!

Note that we can't provide technical support on individual packages. You should contact the package authors for that.
GitHub issue tracker
ian@mutexlabs.com
Personal blog

 
Embedding an R snippet on your website

Add the following code to your website.

For more information on customizing the embed code, read Embedding Snippets.

Close